You can also find the most up-to-date guides on our new website ./pages/.
- Prompt Engineering - Introduction
- Prompt Engineering - Techniques
- Prompt Engineering - Zero-Shot Prompting
- Prompt Engineering - Few-Shot Prompting
- Prompt Engineering - Chain-of-Thought Prompting
- Prompt Engineering - Self-Consistency
- Prompt Engineering - Generate Knowledge Prompting
- Prompt Engineering - Prompt Chaining
- Prompt Engineering - Tree of Thoughts (ToT)
- Prompt Engineering - Retrieval Augmented Generation
- Prompt Engineering - Automatic Reasoning and Tool-use (ART)
- Prompt Engineering - Automatic Prompt Engineer
- Prompt Engineering - Active-Prompt
- Prompt Engineering - Directional Stimulus Prompting
- Prompt Engineering - Program-Aided Language Models
- Prompt Engineering - ReAct Prompting
- Prompt Engineering - Multimodal CoT Prompting
- Prompt Engineering - Graph Prompting
- Prompt Engineering - Applications
- Prompt Engineering - Prompt Hub
- Prompt Engineering - Classification
- Prompt Engineering - Coding
- Prompt Engineering - Creativity
- Prompt Engineering - Evaluation
- Prompt Engineering - Information Extraction
- Prompt Engineering - Image Generation
- Prompt Engineering - Mathematics
- Prompt Engineering - Question Answering
- Prompt Engineering - Reasoning
- Prompt Engineering - Text Summarization
- Prompt Engineering - Truthfulness
- Prompt Engineering - Adversarial Prompting
- Prompt Engineering - Models
- Prompt Engineering - ChatGPT
- Prompt Engineering - Code Llama
- Prompt Engineering - Flan
- Prompt Engineering - Gemini
- Prompt Engineering - GPT-4
- Prompt Engineering - LLaMA
- Prompt Engineering - Mistral 7B
- Prompt Engineering - Mixtral
- Prompt Engineering - OLMo
- Prompt Engineering - Phi-2
- Prompt Engineering - Model Collection
- Prompt Engineering - Risks and Misuses
- Prompt Engineering - Papers
- Prompt Engineering - Tools
- Prompt Engineering - Notebooks
- Prompt Engineering - Datasets
- Prompt Engineering - Additional Readings
We have published a 1 hour lecture that provides a comprehensive overview of prompting techniques, applications, and tools.
To run the guide locally, for example to check the correct implementation of a new translation, you will need to:
- Install Node >=18.0.0
- Install
pnpmif not present in your system. Check here for detailed instructions. - Install the dependencies:
pnpm i next react react-dom nextra nextra-theme-docs - Boot the guide with
pnpm dev - Browse the guide at
http://localhost:3000/